evolution-proposal SKILL.md skillA
evolution-proposal from ooooooooooooooooooop/agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ooooooooooooooooooop/agent-tools/evolution-proposal@v0.3.0Pins v0.3.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ooooooooooooooooooop/agent-tools
- Path
skills/evolution-proposal/SKILL.md- Versions recorded
- 1
- Latest version
- v0.3.0, committed Aug 24, 2026
- Size
- 11,753 bytes
- Repository stars
- 4
- License
- MIT
把 evolution-inbox 中的审计异常条目转化为可评审的进化提案（规则/技能/插件/路由补丁）。先做系统化问题分析（量化基线→全量聚合→根因分类→优先级排序），再用便宜模型起草、前沿模型评审、人工批准后走既有门禁固化。用于处理 evolution_scan.js 产出的异常条目、复盘高频反模式、把会话经验固化为规则或技能改进。不用于单轮小修改和 L0 治理规则的直接修改（只产提案不越权固化）。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 进化提案（Evolution Proposal） ## 核心规则 本机 Agent 体系已具备进化的全部要素（可变异对象、适应度函数、选择机制、固化管线），缺的是把审计发现转化为受控变异的提案环节。本技能就是那个转化器： 1. **只产提案，不直接改**：输出是可评审的变更提案（diff + 证据 + 验证命令 + 预期指标），固化必须过人工或既有门禁。 2. **证据驱动**：每条提案必须锚定 inbox 条目中的量化证据（retries=10 / pollCount=8 / inputTokens=2.5M），无证据不立项。 3. **先分析后提案**：进入提案前必须先做系统化问题分析（量化基线 → 全量聚合 → 根因分类 → 优先级排序），禁止"看到一条异常就提一条提案"的碎片化处理。 4. **根因分类决定对策**：沿用 systematic-optimization 的三类根因——缺约束（补约束）、有约束不执行（加执行点检查/门禁）、无法强制（升级到系统层机制）。**约定层不执行是经验事实，不是假设**：同一反模式反复出现必须升级方案。 5. **元规则隔离**：AGENTS.md 治理模块（L0）是选择算子本身，本技能永远不直接改它；如需变更 L0，只能作为"人工发起的独立变更"提议，由用户执行。 ## 适用范围与触发边界 **触发**（满足任一即启用本技能）： - `evolution-inbox`（`~/.agent-broker/topics/skills/evolution-inbox/workspace/inbox.jsonl`）存在 `status: "new"` 的条目； - 会话中出现已知反模式信号（无 wait 轮询、重试簇、token 热点、压缩风暴）并需要根治而非临时规避； - 用户明确要求"把最近的经验固化成规则/技能/插件改进"。 **不适用**： - 单轮小修改：直接改目标文件即可，不要套提案流程（经 task-mode-router 判级）； - 无需固化的临时问答； - L0 治理规则修改：只能由用户人工发起，本技能最多输出"建议变更内容"供用户决定。 ## 工作流程 ### 阶段 1：问题分析（Problem Analysis，完整九步） > 本阶段完整执行 systematic-optimization 第 0~5 步（量化→全量列问题→根因→方案→**联网借鉴**→归纳取舍）。**没有数字的"问题"是感觉**；**不借鉴同类已知解法的方案是闭门造车**。禁止跳过本阶段直接选条目提提案。 **步骤 1.1 量化基线（第 0 步）** …
Read the whole file at its exact version.
How to install
mdr add ooooooooooooooooooop/agent-tools/evolution-proposal@sha256:f8ee9459a9982c40The line at the top of this page pins the label v0.3.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_wp2og4zyb5knbaci)
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Versions
The registry has recorded 1 version of this file, committed on Aug 24, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11753 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ooooooooooooooooooop/agent-tools · 4 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wp2og4zyb5knbaci GET https://markdownregistry.com/api/v1/resolve?ref=ooooooooooooooooooop/agent-tools/evolution-proposal GET https://markdownregistry.com/api/v1/blob/f8ee9459a9982c40c89390d6003a5397b49029d857c9664e292acd1f755e883d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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